Real ChatGPT answer · index seedzGNEy6QS2rAcompleteMarketing and advertising · AI search and generative engine optimizationlocal
I need to sign up for a service that monitors competitor brand sentiment and citation frequency across all major AI search engines.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to sign up for a service that monitors competitor brand sentiment and citation frequency across all major AI search engines.
1 real search · 1 real-search pass
AI search visibility monitoring competitor brand sentiment citation tracking platforms 2026Google ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
AI search visibility monitoring competitor brand sentiment citation tracking platforms 2026 Google ↗
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